143 Publications (Page 2 of 6)
2022
3D Segmentation Guided Style-based Generative Adversarial Networks for PET Synthesis.
Zhou, Yang⋅Yang, Zhiwen⋅Zhang, Hui⋅Chang, Eric I-Chao⋅Fan, Yubo and Xu, Yan
IEEE transactions on medical imaging, vol. PP, March 3, 2022. | Journal Article
 
Accelerated federated learning with decoupled adaptive optimization
Jin, Jiayin⋅Ren, Jiaxiang⋅Zhou, Yang⋅Lyu, Lingjuan⋅Liu, Ji and Dou, Dejing
(pp. 10298–10322)
 
A Distributed and Privacy-Preserving Random Forest Evaluation Scheme with Fine Grained Access Control
Zhou, Yang⋅Zhou, Yang⋅Shen, Hua and Zhang, Mingwu
Symmetry, vol. 14, (no. 2), 2022. | Journal Article
 
An infrared pedestrian detection method based on segmentation and domain adaptation learning
Zhang, Jianlong⋅Liu, Chishuai⋅Wang, Bin⋅Chen, Chen⋅He, Jianhui⋅Zhou, Yang and Li, Ji
Computers & Electrical Engineering, vol. 99, Apr 2022. | Journal Article
 
Automatic repetition instruction generation for air traffic control training using multi-task learning with an improved copy network
Zhang, Jianwei⋅Zhang, Pan⋅Guo, Dongyue⋅Zhou, Yang⋅Wu, Yuankai⋅Yang, Bo and Lin, Yi
Knowledge-Based Systems, vol. 241, Apr 6, 2022. | Journal Article
 
Debris-Flow Susceptibility Assessment in China: A Comparison between Traditional Statistical and Machine Learning Methods
Huang, Han⋅Wang, Yongsheng⋅Li, Yamei⋅Zhou, Yang⋅Zhou, Yang and Zeng, Zhaoqi
Remote Sensing, vol. 14, (no. 18), 2022. | Journal Article
 
Earth Imagery Segmentation on Terrain Surface with Limited Training Labels: A Semi-supervised Approach based on Physics-Guided Graph Co-Training
He, Wenchong⋅Sainju, Arpan Man⋅Jiang, Zhe⋅Yan, Da and Zhou, Yang
ACM Transactions on Intelligent Systems and Technology (TIST), vol. 13, pp. 1–22. | Journal Article
 
Efficient device scheduling with multi-job federated learning
Zhou, Chendi⋅Liu, Ji⋅Jia, Juncheng⋅Zhou, Jingbo⋅Zhou, Yang⋅Dai, Huaiyu and Dou, Dejing
(pp. 9971–9979)
 
FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server
Zhang, Hong⋅Liu, Ji⋅Jia, Juncheng⋅Zhou, Yang⋅Dai, Huaiyu and Dou, Dejing
arXiv preprint arXiv:2204.11536. | Journal Article
 
From distributed machine learning to federated learning: a survey
Liu, Ji⋅Zhou, Yang and Li, Xuhong
Knowledge and Information Systems, vol. 64, (no. 4), pp. 885-917, Apr 2022. | Journal Article
 
Identifying wrong-way driving incidents from regular traffic videos using unsupervised trajectory-based method
Chang, Qing⋅Ren, Jiaxiang⋅Zhou, Huaguo⋅Zhou, Yang and Song, Yukun
Transportation research record, vol. 2676, pp. 440–450. | Journal Article
 
Input-agnostic certified group fairness via gaussian parameter smoothing
Jin, Jiayin⋅Zhang, Zeru⋅Zhou, Yang and Wu, Lingfei
(pp. 10340–10361)
 
Maximal directed quasi-clique mining
Guo, Guimu⋅Yan, Da⋅Yuan, Lyuheng⋅Khalil, Jalal⋅Long, Cheng⋅Jiang, Zhe and Zhou, Yang
(pp. 1900–1913)
 
Multi-Job Intelligent Scheduling With Cross-Device Federated Learning
Liu, Ji⋅Jia, Juncheng⋅Ma, Beichen⋅Zhou, Chendi⋅Zhou, Jingbo⋅Zhou, Yang⋅Dai, Huaiyu and Dou, Dejing
IEEE Transactions on Parallel and Distributed Systems, vol. 34, pp. 535–551. | Journal Article
 
Multi-Robot Collaborative Perception With Graph Neural Networks
Zhou, Yang⋅Xiao, Jiuhong⋅Zhou, Yue and Loianno, Giuseppe
IEEE Robotics and Automation Letters, vol. 7, (no. 2), pp. 2289-2296, 2022. | Journal Article
 
Multi-Timescale Load Forecast of Large Power Customers Based on Online Data Recovery and Time Series Neural Networks
Wang, Xiaotian⋅Duan, Zihe⋅Liu, Linqing⋅Li, Mengyu⋅An, Yagang and Zhou, Yang
Journal of Circuits, Systems and Computers, vol. 31, (no. 5), Mar 30, 2022. | Journal Article
 
On building machine learning pipelines for Android malware detection: a procedural survey of practices, challenges and opportunities
Mehrabi Koushki, Masoud⋅AbuAlhaol, Ibrahim⋅Raju, Anandharaju Durai⋅Zhou, Yang⋅Giagone, Ronnie Salvador and Shengqiang, Huang
Cybersecurity, vol. 5, (no. 1), Dec 2022. | Journal Article
 
PrefixFPM: a parallel framework for general-purpose mining of frequent and closed patterns
Yan, Da⋅Qu, Wenwen⋅Guo, Guimu⋅Wang, Xiaoling and Zhou, Yang
The VLDB Journal, vol. 31, pp. 253–286. | Journal Article
 
Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization
Zhang, Zijie⋅Zhou, Yang⋅Zhao, Xin⋅Che, Tianshi and Lyu, Lingjuan
 
Pro-PULSE: Learning Progressive Encoders of Latent Semantics in GANs for Photo Upsampling.
Zhou, Yang⋅Xu, Yangyang⋅Du, Yong⋅Wen, Qiang and He, Shengfeng
IEEE transactions on image processing : a publication of the IEEE Signal Processing Society, vol. PP, January 11, 2022. | Journal Article
 
Quantifying and Reducing Registration Uncertainty of Spatial Vector Labels on Earth Imagery
He, Wenchong⋅Jiang, Zhe⋅Kriby, Marcus⋅Xie, Yiqun⋅Jia, Xiaowei⋅Yan, Da and Zhou, Yang
(pp. 554–564)
 
Reliability prediction based on Birnbaum–Saunders model and its application to smart meter
Xu, Dan and Zhou, Yang
Annals of Operations Research, vol. 312, (no. 1), pp. 519-532, May 2022. | Journal Article
 
Three-Dimensional Division of Visible Light Communication Irradiation Area.
Zhou, Yang⋅Deng, Yuanzhi⋅Wen, Huajie⋅Chen, Liting and Xu, Gang
Sensors (Basel, Switzerland), vol. 23, (no. 1), December 22, 2022. | Journal Article
 
Traffic Volatility Forecasting Using an Omnibus Family GARCH Modeling Framework
Ou, Jishun⋅Huang, Xiangmei⋅Zhou, Yang⋅Zhou, Zhigang⋅Nie, Qinghui and Nie, Qinghui
Entropy, vol. 24, (no. 10), 2022. | Journal Article
 
Unsupervised Adversarial Network Alignment with Reinforcement Learning
Zhou, Yang⋅Ren, Jiaxiang⋅Jin, Ruoming⋅Zhang, Zijie⋅Zheng, Jingyi⋅Jiang, Zhe⋅Yan, Da and Dou, Dejing
ACM Transactions on Knowledge Discovery from Data (TKDD), vol. 16, pp. 50–1. | Journal Article